Prompt Used:
{
"positive_prompt": {
"constraints": {
"aspect_ratio": "3:4",
"medium": "Digital photography, smartphone or mirrorless camera",
"shot_type": "Full body to 3/4 length portrait",
"subject_instruction": "Real person from user-provided image. Identity must remain exactly the same."
},
"composition": {
"framing": "Center-left framed, capturing from head to lower legs/ankles",
"camera_angle": "Slightly low angle, shooting gently upward",
"camera_distance": "Medium-full distance, capturing the subject and surrounding room context",
"pose": "Standing, body angled slightly toward the camera but facing right, arms bent with hands resting near waist/hips lightly touching the fabric, pushing chest out and hips back to create a distinct s-curve posture",
"gaze": "Looking off-camera to the right, slightly upward, away from the lens",
"crop_notes": "Crop slightly above the floor, showing most of the dress length but omitting the feet"
},
"environment": {
"location_cues": "Interior domestic living room. Background features a classic beige damask-patterned sofa, a large framed classic landscape painting hung on a white wall, decorative crown molding near the ceiling, and a wall-mounted air conditioning unit on the upper left.",
"time_of_day": "Daytime",
"light_source": {
"type": "Natural window light",
"direction": "Coming from the left side of the frame",
"softness": "Soft but directional, creating distinct highlights on the left and smooth shadows on the right",
"falloff": "Gradual, sweeping falloff across the subject's cylindrical body shapes from left to right"
}
},
"body_and_fabric_interaction": {
"posture_effects": "The s-curve posture pushes the fabric tightly against the bust and hips, creating tension across the front and deep contouring at the natural waist.",
"fabric_drape": "Intensely form-fitting stretch material throughout the torso, waist, and hips, draping straight down into a column from the mid-thighs.",
"tension_zones": "Distinct horizontal and diagonal tension lines radiating from where the hands pull lightly at the waist, and across the lower abdomen/hips stretched by the posture.",
"compression_zones": "Fabric compresses tightly against the ribcage under the bust and hugs the inward curve of the waist.",
"wrinkle_patterns": "Subtle gathering and horizontal micro-wrinkles around the waistline; vertical folds beginning to form below the knees where the fabric loosens.",
"gravity_behavior": "Fabric weight pulls downward smoothly from the widest part of the hips, anchoring the dress to the floor.",
"contact_shadows": "Deep contact shadows cast by the hands pressing into the waist, and dark ambient occlusion where the inner arms rest against the sides of the torso.",
"fit_accuracy": "Fabric must fit the user’s real body exactly, without reshaping."
},
"materials_and_textures": {
"skin": "Visible pores, natural texture, no smoothing",
"fabric": "Smooth, matte stretch fabric (similar to a jersey-spandex blend). Color is a solid light pastel pink, but the directional lighting creates a highly realistic, smooth color gradient: bright, almost white-pink on the illuminated left edge, transitioning to a rich, deeper mauve-pink in the shadowed areas on the right side of her body.",
"separation": "Clear boundaries between skin, fabric, and background"
},
"primary_focus": {
"focus_name": "Fabric-body tension and directional lighting gradient",
"observable_features": [
"Smooth light-to-shadow gradient across the solid pink stretch fabric",
"Horizontal tension wrinkles at the waist and hips driven by hand placement",
"Form-fitting drape adhering strictly to underlying body geometry",
"Soft, directional indoor natural lighting wrapping around the figure"
]
},
"color_and_light_rules": {
"white_balance": "Slightly warm, natural indoor daylight",
"contrast": "Medium-high contrast driven by lighting direction, preserving details in both highlights and shadows",
"exposure": "Exposed for the illuminated left side of the subject, allowing the right side to fall into natural, soft shadow",
"saturation": "Natural, true-to-life saturation. The pink dress is vibrant where lit but naturally desaturates slightly in the shadow gradient.",
"grading_rule": "True-to-life only; no cinematic or stylized grading"
},
"camera_behavior": {
"camera_type": "Standard digital sensor",
"depth_of_field": "Deep enough to keep the subject perfectly sharp and the immediate background (sofa, painting) identifiable but very slightly soft",
"focus_falloff": "Subtle, natural lens falloff toward the background walls",
"grain_or_noise": "Very fine, natural digital sensor noise visible in the darker shadow areas of the room",
"sharpening_limit": "No over-sharpening"
},
"overall_aesthetic": "Feels like a real, unstaged moment; documentary/editorial realism"
},
"strict_negatives": [
"beauty filter",
"face alteration",
"hair modification",
"body reshaping",
"skin smoothing",
"idealized proportions",
"floating fabric",
"perfect symmetry",
"AI glow",
"HDR",
"CGI",
"illustration",
"cinematic grading",
"over-sharpening",
"plastic skin",
"fake texture",
"text",
"logos",
"watermarks"
]
}